{"id":"W3111633306","doi":"10.1111/liv.14765","title":"Royal Free Hospital‐estimated glomerular filtration rate for prognostic stratification of first acute kidney injury in cirrhosis","year":2020,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Renal function; Medicine; Renal replacement therapy; Acute kidney injury; Kidney disease; Creatinine; Internal medicine; Cirrhosis; Nephrology; Urology; Kidney transplantation; Transplantation; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000664445,0.0001049855,0.0001431364,0.00008808335,0.0000269347,0.00002075925,0.0001314673,0.00005986332,0.0002247569],"category_scores_gemma":[0.0001344545,0.0001070962,0.00007267575,0.0001259815,0.00003125285,0.0001858306,0.00001347315,0.00007023274,0.00001554061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004187351,"about_ca_system_score_gemma":0.00008746448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006379572,"about_ca_topic_score_gemma":0.000006512959,"domain_scores_codex":[0.9991384,0.00001884679,0.0002976141,0.0002261817,0.0002172268,0.0001017092],"domain_scores_gemma":[0.9993899,0.0000511797,0.0001156001,0.0001093622,0.0002212008,0.0001127051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004601306,0.001365927,0.9283292,0.001490518,0.002046753,0.0001109867,0.005779243,0.0002672785,0.03553909,0.005890994,0.01307698,0.001501728],"study_design_scores_gemma":[0.004064834,0.0008066857,0.875607,0.0003729921,0.0008251338,0.00000317095,0.0000660552,0.0843296,0.03280868,0.0005169223,0.0003879306,0.0002109584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830351,0.00003440232,0.005738471,0.007213769,0.0002584253,0.001125777,0.001876192,0.00006021579,0.0006576774],"genre_scores_gemma":[0.9946672,0.00006629308,0.001551781,0.0004087809,0.0001198155,0.0001072964,0.003012104,0.00001304101,0.00005368526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08406232,"threshold_uncertainty_score":0.4367255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856525156729897,"score_gpt":0.2673784979887717,"score_spread":0.2488132464214728,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}